2025¶

Recursive Summarization Unlocks Effective LLM Integration in Healthcare

Your patient has 247 pages of medical records spanning 8 years. Two ER visits, three specialists, ongoing knee osteoarthritis, recent ACL reconstruction. How do you create a coherent summary that preserves critical information while making it digestible for both clinicians and AI systems?

The answer isn't just summarization, it's recursive summarization. And the secret isn't just what you summarize, but what you choose to preserve at each level of abstraction.

How Claude Code Made Me Fall in Love with the Terminal

Like many of you, I recently made the full switch from Cursor to Claude Code. This transition marked more than just a tool change – it fundamentally transformed how I think about development environments.

For years, I lived in VSCode (recently Cursor), relying heavily on mouse navigation and minimal keyboard shortcuts. I resisted the pull of Neovim and keyboard-centric workflows. But after embracing Claude Code, I discovered something profound: the terminal is the new IDE. You can run it everywhere with a consistent workflow – be it a Linux box, your Mac, or a VPS. That's all you need.

AI Gave Engineers 20 Hours Back Per Week. Why Aren't We Shipping Faster?

AI has compressed time in my life. This time compression has unlocked a lot, but perhaps not in the ways you'd expect.

Nothing you don't already know, right?

Can we reverse the curse of rigid journeys & workflows with LLMs?

Healthcare is littered with brittle decision-trees. Pre-op instructions, chronic-care check-ins, discharge follow-ups—each new edge-case multiplies the branches. Most workflows we have are cron-based, running at specific times and are very hard to personalize around patient needs.